IngestIQ – Hadoop to Databricks AI-powered Migration
Organizations are migrating from their on-premise, legacy Hadoop Data Lake to a more modern data architecture to take advantage of AI to fulfill the long-awaited…
David Callaghan
Agentic AI for Real‑Time Pharmacovigilance on Databricks
Adverse drug reaction (ADR) detection is a primary regulatory and patient-safety priority for life sciences and health systems. Traditional pharmacovigilance methods often depend on delayed…
Agentic AI Closed-Loop Systems for N-of-1 Treatment Optimization on Databricks
Precision therapeutics for rare diseases as well as complex oncology cases is an area that may benefit from Agentic AI Closed-Loop (AACL) systems to enable…
Unlocking Business Success with Databricks One
Business users don’t use notebooks. Full stop. And for that reason, most organizations don’t have business users accessing the Databricks UI. This has always been…
Unlocking the Power of MLflow 3.0 in Databricks for GenAI
Databricks recently announced support for MLflow 3.0, which features a range of enhancements that redefine model management for enterprises. Integrated seamlessly into Databricks, MLflow is…
Leveraging Model Context Protocol (MCP) for AI Efficiency in Databricks
Model Context Protocol (MCP) is reshaping the way AI agents interface with data and tools, providing a robust framework for standardization and interoperability. As AI…
Understanding Clean Rooms: A Comparative Analysis Between Databricks and Snowflake
“Clean rooms” have emerged as a pivotal data sharing innovation with both Databricks and Snowflake providing enterprise alternatives. Clean rooms are secure environments designed to…
Transforming Your Data Strategy with Databricks Apps: A New Frontier
I’ve been coding in notebooks for so long, I forgot how much I missed a nice, deployed application. I also didn’t realize how this was…
Lakeflow: Revolutionizing SCD2 Pipelines with Change Data Capture (CDC)
Several breakthrough announcements emerged at DAIS 2025, but the Lakeflow updates around building robust pipelines had the most immediate impact on my current code. Specifically,…